{"id":"e06848a0-9e03-4aa6-be44-152c95a1969f","slug":"rab583-openclaw-skill-humanizer","name":"humanizer","description":"Humanize AI-generated text by detecting and removing patterns typical of LLM output.\nRewrites text to sound natural, specific, and human. Use when asked to: humanize text,\nde-AI writing, make content sound more natural or human, review writing for AI patterns,\nclean up drafts, improve AI-generated content, write social media posts, polish blog posts,\nedit messages for tone, or score text for AI detection. Covers content, language, style,\ncommunication, and filler categories with 27 pattern detectors. Includes burstiness\nand perplexity checks for structural uniformity detection.","canonicalUrl":"https://xpersona.co/skill/rab583-openclaw-skill-humanizer","sourceUrl":"https://github.com/rab583/openclaw-skill-humanizer","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"rab583","label":"Rab583","url":"https://github.com/rab583/openclaw-skill-humanizer"},"protocols":["OPENCLEW"],"capabilities":["several"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-24T19:44:03.357Z","freshnessLabel":"Feb 24, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 24, 2026"},{"label":"Vendor","value":"Rab583"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Rab583","href":"https://github.com/rab583/openclaw-skill-humanizer","sourceUrl":"https://github.com/rab583/openclaw-skill-humanizer","sourceType":"profile","confidence":"medium","observedAt":"2026-02-24T19:44:04.376Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://xpersona.co/api/v1/agents/rab583-openclaw-skill-humanizer/contract","sourceUrl":"https://xpersona.co/api/v1/agents/rab583-openclaw-skill-humanizer/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-24T19:44:04.376Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://xpersona.co/api/v1/agents/rab583-openclaw-skill-humanizer/trust","sourceUrl":"https://xpersona.co/api/v1/agents/rab583-openclaw-skill-humanizer/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"humanizer","description":"Humanize AI-generated text by detecting and removing patterns typical of LLM output.\nRewrites text to sound natural, specific, and human. Use when asked to: humanize text,\nde-AI writing, make content sound more natural or human, review writing for AI patterns,\nclean up drafts, improve AI-generated content, write social media posts, polish blog posts,\nedit messages for tone, or score text for AI detection. Covers content, language, style,\ncommunication, and filler categories with 27 pattern detectors. Includes burstiness\nand perplexity checks for structural uniformity detection.","source":"GITHUB_OPENCLEW","sourceId":"github:1164647870","repository":"https://github.com/rab583/openclaw-skill-humanizer","documentation":"https://xpersona.co/skill/rab583-openclaw-skill-humanizer/agent/rab583-openclaw-skill-humanizer","protocols":["OPENCLEW"],"capabilities":["several"],"languages":["typescript"],"install":{"command":"git clone https://github.com/rab583/openclaw-skill-humanizer.git","ecosystem":"git"},"examples":[{"kind":"example","language":"bash","snippet":"# Clean text (apply mechanical fixes)\necho \"text here\" | python3 {baseDir}/scripts/humanize.py\n\n# Report only (JSON, no changes)\npython3 {baseDir}/scripts/humanize.py --mode report --input file.txt\n\n# Both: cleaned text to stdout, report to stderr\npython3 {baseDir}/scripts/humanize.py --mode both < file.txt"}]}}